Overview

Dataset statistics

Number of variables	25
Number of observations	1419910
Missing cells	0
Missing cells (%)	0.0%
Duplicate rows	136643
Duplicate rows (%)	9.6%
Total size in memory	270.8 MiB
Average record size in memory	200.0 B

Variable types

Numeric	23
Categorical	2

Alerts

`is_Origination_channel_tpo` has constant value "0.0"	Constant
Dataset has 136643 (9.6%) duplicate rows	Duplicates
`CLoan_to_value` is highly overall correlated with `Mortgage_Insurance` and 2 other fields	High correlation
`Mortgage_Insurance` is highly overall correlated with `CLoan_to_value` and 4 other fields	High correlation
`Number_of_units` is highly overall correlated with `is_Loan_purpose_cash` and 2 other fields	High correlation
`OLoan_to_value` is highly overall correlated with `CLoan_to_value` and 2 other fields	High correlation
`is_First_time_homeowner` is highly overall correlated with `Mortgage_Insurance` and 3 other fields	High correlation
`is_First_time_homeowner_No` is highly overall correlated with `Mortgage_Insurance` and 3 other fields	High correlation
`is_Loan_purpose_cash` is highly overall correlated with `Number_of_units` and 3 other fields	High correlation
`is_Loan_purpose_noca` is highly overall correlated with `is_Loan_purpose_purc` and 2 other fields	High correlation
`is_Loan_purpose_purc` is highly overall correlated with `CLoan_to_value` and 6 other fields	High correlation
`is_Occupancy_status_inve` is highly overall correlated with `is_Occupancy_status_prim`	High correlation
`is_Occupancy_status_prim` is highly overall correlated with `is_Occupancy_status_inve`	High correlation
`is_Occupancy_status_seco` is highly overall correlated with `Number_of_units` and 4 other fields	High correlation
`is_Origination_channel_brok` is highly overall correlated with `is_Origination_channel_reta` and 2 other fields	High correlation
`is_Origination_channel_corr` is highly overall correlated with `is_Origination_channel_reta`	High correlation
`is_Origination_channel_reta` is highly overall correlated with `is_Origination_channel_brok` and 1 other fields	High correlation
`is_Property_type_cond` is highly overall correlated with `is_Origination_channel_brok` and 2 other fields	High correlation
`is_Property_type_coop` is highly overall correlated with `Number_of_units` and 6 other fields	High correlation
`is_Property_type_manu` is highly overall correlated with `is_Occupancy_status_seco` and 4 other fields	High correlation
`is_Property_type_pud` is highly overall correlated with `is_Property_type_cond` and 2 other fields	High correlation
`is_Property_type_sing` is highly overall correlated with `is_Property_type_pud`	High correlation
`DFlag` is highly imbalanced (82.6%)	Imbalance
`is_Property_type_coop` is highly skewed (γ1 = 29.33502469)	Skewed

Reproduction

Analysis started	2025-12-05 01:38:26.227389
Analysis finished	2025-12-05 01:40:58.581204
Duration	2 minutes and 32.35 seconds
Software version	ydata-profiling vv4.18.0
Download configuration	config.json

Credit_Score
Real number (ℝ)

Distinct	524
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	-3.6894518 × 10^-16

Minimum	-14.74573
Maximum	1.3256295
Zeros	0
Zeros (%)	0.0%
Negative	607258
Negative (%)	42.8%
Memory size	10.8 MiB

Quantile statistics

Minimum	-14.74573
5-th percentile	-2.0203309
Q1	-0.57888198
median	0.22301507
Q3	0.80933917
95-th percentile	1.21584
Maximum	1.3256295
Range	16.071359
Interquartile range (IQR)	1.3882212

Descriptive statistics

Standard deviation	1.0000004
Coefficient of variation (CV)	-2.7104307 × 10¹⁵
Kurtosis	0.017736332
Mean	-3.6894518 × 10^-16
Median Absolute Deviation (MAD)	0.6661343
Skewness	-0.8273442
Sum	-5.0567905 × 10^-10
Variance	1.0000007
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
1.215839996	11660	0.8%
1.139468848	10846	0.8%
1.177654422	10821	0.8%
1.101283274	10805	0.8%
1.024912126	10693	0.8%
0.9485409778	10396	0.7%
0.9867265518	9915	0.7%
1.292211144	9817	0.7%
1.0630977	9812	0.7%
1.25402557	9629	0.7%
Other values (514)	1315516	92.6%

Value	Count	Frequency (%)
-14.74572994	1	< 0.1%
-6.878595643	1	< 0.1%
-4.430030221	1	< 0.1%
-3.74399978	1	< 0.1%
-3.705002631	10	< 0.1%
-3.691573983	11	< 0.1%
-3.666005482	15	< 0.1%
-3.652707865	9	< 0.1%
-3.633727902	33	< 0.1%
-3.627008334	12	< 0.1%

Value	Count	Frequency (%)
1.325629544	4399	0.3%
1.325057337	7091	0.5%
1.322155214	4164	0.3%
1.292211144	9817	0.7%
1.288220325	7042	0.5%
1.286632395	4241	0.3%
1.283289097	4183	0.3%
1.25402557	9629	0.7%
1.251383313	8206	0.6%
1.247635246	5112	0.4%

Mortgage_Insurance
Real number (ℝ)

High correlation

Distinct	60
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	-3.9436683 × 10^-17

Minimum	-0.70968092
Maximum	3.6315708
Zeros	0
Zeros (%)	0.0%
Negative	965279
Negative (%)	68.0%
Memory size	10.8 MiB

Quantile statistics

Minimum	-0.70968092
5-th percentile	-0.70968092
Q1	-0.68194217
median	-0.60252312
Q3	1.3029405
95-th percentile	1.768082
Maximum	3.6315708
Range	4.3412518
Interquartile range (IQR)	1.9848827

Descriptive statistics

Standard deviation	1.0000004
Coefficient of variation (CV)	-2.5357111 × 10¹⁶
Kurtosis	-0.89932614
Mean	-3.9436683 × 10^-17
Median Absolute Deviation (MAD)	0.1071578
Skewness	0.96321866
Sum	1.4551915 × 10^-11
Variance	1.0000007
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
-0.681942167	347961	24.5%
-0.7096809171	265648	18.7%
-0.601420843	172731	12.2%
-0.6025231188	172445	12.1%
1.359744607	76272	5.4%
1.302940511	70219	4.9%
1.768081962	65072	4.6%
1.705464797	52241	3.7%
1.937933262	32654	2.3%
1.9443003	32532	2.3%
Other values (50)	132135	9.3%

Value	Count	Frequency (%)
-0.7096809171	265648	18.7%
-0.681942167	347961	24.5%
-0.6025231188	172445	12.1%
-0.601420843	172731	12.2%
-0.2266517744	1345	0.1%
-0.1919373412	2174	0.2%
-0.09443184265	1464	0.1%
-0.09227661435	1511	0.1%
0.2471528714	1	< 0.1%
0.2563773684	16836	1.2%

Value	Count	Frequency (%)
3.631570849	1	< 0.1%
3.564766323	1	< 0.1%
2.829759084	1	< 0.1%
2.784752056	2	< 0.1%
2.503089201	1	< 0.1%
2.368587157	71	< 0.1%
2.361342659	79	< 0.1%
2.198872415	1	< 0.1%
2.176419317	2739	0.2%
2.114015043	2	< 0.1%

Number_of_units
Real number (ℝ)

High correlation

Distinct	16
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	-1.6397563 × 10^-16

Minimum	-0.13364156
Maximum	14.170713
Zeros	0
Zeros (%)	0.0%
Negative	1391363
Negative (%)	98.0%
Memory size	10.8 MiB

Quantile statistics

Minimum	-0.13364156
5-th percentile	-0.13364156
Q1	-0.13364156
median	-0.12920909
Q3	-0.12333579
95-th percentile	-0.1232318
Maximum	14.170713
Range	14.304355
Interquartile range (IQR)	0.010305765

Descriptive statistics

Standard deviation	1.0000004
Coefficient of variation (CV)	-6.0984692 × 10¹⁵
Kurtosis	103.53133
Mean	-1.6397563 × 10^-16
Median Absolute Deviation (MAD)	0.0044324623
Skewness	9.505424
Sum	-2.1282176 × 10^-10
Variance	1.0000007
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=16)

Value	Count	Frequency (%)
-0.1292090949	515247	36.3%
-0.1336415571	401795	28.3%
-0.1233357922	237293	16.7%
-0.1232317996	237028	16.7%
4.637431713	7918	0.6%
4.27802285	6425	0.5%
4.485527017	3155	0.2%
4.443946319	3094	0.2%
9.40407252	1698	0.1%
8.689687258	1498	0.1%
Other values (6)	4759	0.3%

Value	Count	Frequency (%)
-0.1336415571	401795	28.3%
-0.1292090949	515247	36.3%
-0.1233357922	237293	16.7%
-0.1232317996	237028	16.7%
4.27802285	6425	0.5%
4.443946319	3094	0.2%
4.485527017	3155	0.2%
4.637431713	7918	0.6%
8.689687258	1498	0.1%
9.011124438	804	0.1%

Value	Count	Frequency (%)
14.17071333	980	0.1%
13.70325264	590	< 0.1%
13.57830256	605	< 0.1%
13.10135167	1007	0.1%
9.40407252	1698	0.1%
9.094389826	773	0.1%
9.011124438	804	0.1%
8.689687258	1498	0.1%
4.637431713	7918	0.6%
4.485527017	3155	0.2%

CLoan_to_value
Real number (ℝ)

High correlation

Distinct	387
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	-4.3043604 × 10^-16

Minimum	-4.5162549
Maximum	2.4815234
Zeros	0
Zeros (%)	0.0%
Negative	583105
Negative (%)	41.1%
Memory size	10.8 MiB

Quantile statistics

Minimum	-4.5162549
5-th percentile	-1.9949564
Q1	-0.46191536
median	0.17084469
Q3	0.82583909
95-th percentile	1.2450914
Maximum	2.4815234
Range	6.9977783
Interquartile range (IQR)	1.2877544

Descriptive statistics

Standard deviation	1.0000004
Coefficient of variation (CV)	-2.3232263 × 10¹⁵
Kurtosis	0.92378016
Mean	-4.3043604 × 10^-16
Median Absolute Deviation (MAD)	0.6549944
Skewness	-0.99022931
Sum	-6.3300831 × 10^-10
Variance	1.0000007
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0.2126226887	102415	7.2%
0.1708446886	89045	6.3%
1.132447294	72055	5.1%
1.08250019	62720	4.4%
0.2760431487	52496	3.7%
0.274077952	52209	3.7%
0.8258390923	33842	2.4%
-0.09398551307	33489	2.4%
1.245091369	33035	2.3%
1.24571968	32974	2.3%
Other values (377)	855630	60.3%

Value	Count	Frequency (%)
-4.516254905	3	< 0.1%
-4.507694405	4	< 0.1%
-4.451520678	1	< 0.1%
-4.448209852	1	< 0.1%
-4.447821978	1	< 0.1%
-4.443049303	5	< 0.1%
-4.387432819	3	< 0.1%
-4.38678645	7	< 0.1%
-4.386500338	6	< 0.1%
-4.378404201	3	< 0.1%

Value	Count	Frequency (%)
2.481523382	1	< 0.1%
1.745663698	110	< 0.1%
1.684342057	229	< 0.1%
1.623020417	353	< 0.1%
1.561698777	918	0.1%
1.504300088	14	< 0.1%
1.50402828	11	< 0.1%
1.500377136	1164	0.1%
1.439654986	8	< 0.1%
1.439294052	7	< 0.1%

Debt_to_income
Real number (ℝ)

Distinct	204
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	-8.1987817 × 10^-17

Minimum	-4.2864145
Maximum	2.0524391
Zeros	0
Zeros (%)	0.0%
Negative	611286
Negative (%)	43.1%
Memory size	10.8 MiB

Quantile statistics

Minimum	-4.2864145
5-th percentile	-1.8943943
Q1	-0.69838413
median	0.2058447
Q3	0.79043749
95-th percentile	1.3750303
Maximum	2.0524391
Range	6.3388536
Interquartile range (IQR)	1.4888216

Descriptive statistics

Standard deviation	1.0000004
Coefficient of variation (CV)	-1.2196938 × 10¹⁶
Kurtosis	-0.036890652
Mean	-8.1987817 × 10^-17
Median Absolute Deviation (MAD)	0.66928189
Skewness	-0.6897523
Sum	-2.1827873 × 10^-10
Variance	1.0000007
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0.9760300313	36308	2.6%
0.8564290194	33446	2.4%
0.7368280076	29743	2.1%
0.6172269957	27247	1.9%
0.4976259839	25452	1.8%
0.9073560505	24591	1.7%
0.378024972	24358	1.7%
0.7904374917	24155	1.7%
0.2584239601	23181	1.6%
0.1388229483	22083	1.6%
Other values (194)	1149346	80.9%

Value	Count	Frequency (%)
-4.286414491	36	< 0.1%
-4.237060534	27	< 0.1%
-4.166813479	29	< 0.1%
-4.162878253	14	< 0.1%
-4.152843579	15	< 0.1%
-4.120141975	30	< 0.1%
-4.047212467	43	< 0.1%
-4.043549958	15	< 0.1%
-4.03383047	20	< 0.1%
-4.003223417	37	< 0.1%

Value	Count	Frequency (%)
2.052439138	1	< 0.1%
1.932838126	1	< 0.1%
1.803536515	1	< 0.1%
1.693636102	1	< 0.1%
1.684208219	3049	0.2%
1.67879878	3015	0.2%
1.574035091	11883	0.8%
1.564879924	3273	0.2%
1.559785671	3347	0.2%
1.491948844	13406	0.9%

OLoan_to_value
Real number (ℝ)

High correlation

Distinct	373
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	1.2298173 × 10^-16

Minimum	-4.4565886
Maximum	2.4989856
Zeros	0
Zeros (%)	0.0%
Negative	591210
Negative (%)	41.6%
Memory size	10.8 MiB

Quantile statistics

Minimum	-4.4565886
5-th percentile	-1.9850646
Q1	-0.47085268
median	0.18392658
Q3	0.81545809
95-th percentile	1.264871
Maximum	2.4989856
Range	6.9555742
Interquartile range (IQR)	1.2863108

Descriptive statistics

Standard deviation	1.0000004
Coefficient of variation (CV)	8.1312922 × 10¹⁵
Kurtosis	0.87671582
Mean	1.2298173 × 10^-16
Median Absolute Deviation (MAD)	0.65477925
Skewness	-0.97433833
Sum	1.6370905 × 10^-10
Variance	1.0000007
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0.2262477979	102690	7.2%
0.1839265768	89710	6.3%
1.147627983	72324	5.1%
1.093397274	62116	4.4%
0.3018230574	52957	3.7%
0.300580085	52681	3.7%
-0.08087893041	33918	2.4%
0.8405012545	32896	2.3%
1.264871035	32522	2.3%
1.264888744	32473	2.3%
Other values (363)	855623	60.3%

Value	Count	Frequency (%)
-4.456588604	3	< 0.1%
-4.449300996	4	< 0.1%
-4.442078472	1	< 0.1%
-4.424058289	1	< 0.1%
-4.392302541	1	< 0.1%
-4.385096617	5	< 0.1%
-4.380653127	6	< 0.1%
-4.363426909	3	< 0.1%
-4.328016477	7	< 0.1%
-4.320892238	4	< 0.1%

Value	Count	Frequency (%)
2.498985587	1	< 0.1%
1.393443162	3907	0.3%
1.393297502	3888	0.3%
1.329157099	69	< 0.1%
1.329093123	58	< 0.1%
1.270478674	27415	1.9%
1.264888744	32473	2.3%
1.264871035	32522	2.3%
1.214660034	25162	1.8%
1.209053328	486	< 0.1%

Single_borrower
Real number (ℝ)

Distinct	8
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	2.0496954 × 10^-17

Minimum	-1.0418488
Maximum	1.0196166
Zeros	0
Zeros (%)	0.0%
Negative	696349
Negative (%)	49.0%
Memory size	10.8 MiB

Quantile statistics

Minimum	-1.0418488
5-th percentile	-1.0418488
Q1	-1.0374197
median	0.95983216
Q3	0.96393
95-th percentile	1.0196166
Maximum	1.0196166
Range	2.0614654
Interquartile range (IQR)	2.0013497

Descriptive statistics

Standard deviation	1.0000004
Coefficient of variation (CV)	4.8787753 × 10¹⁶
Kurtosis	-1.9955912
Mean	2.0496954 × 10^-17
Median Absolute Deviation (MAD)	0.059784468
Skewness	-0.038365347
Sum	2.910383 × 10^-11
Variance	1.0000007
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=8)

Value	Count	Frequency (%)
0.9639299981	272576	19.2%
-1.037419732	253267	17.8%
0.9598321625	213777	15.1%
-1.041848814	196948	13.9%
-0.9807607778	123254	8.7%
-0.9826414961	122880	8.7%
1.017665144	118651	8.4%
1.019616631	118557	8.3%

Value	Count	Frequency (%)
-1.041848814	196948	13.9%
-1.037419732	253267	17.8%
-0.9826414961	122880	8.7%
-0.9807607778	123254	8.7%
0.9598321625	213777	15.1%
0.9639299981	272576	19.2%
1.017665144	118651	8.4%
1.019616631	118557	8.3%

Value	Count	Frequency (%)
1.019616631	118557	8.3%
1.017665144	118651	8.4%
0.9639299981	272576	19.2%
0.9598321625	213777	15.1%
-0.9807607778	123254	8.7%
-0.9826414961	122880	8.7%
-1.037419732	253267	17.8%
-1.041848814	196948	13.9%

is_Loan_purpose_purc
Real number (ℝ)

High correlation

Distinct	8
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	2.0496954 × 10^-17

Minimum	-1.2341197
Maximum	1.0991625
Zeros	0
Zeros (%)	0.0%
Negative	689829
Negative (%)	48.6%
Memory size	10.8 MiB

Quantile statistics

Minimum	-1.2341197
5-th percentile	-1.2341197
Q1	-0.99927951
median	0.8102942
Q3	1.000721
95-th percentile	1.0991625
Maximum	1.0991625
Range	2.3332822
Interquartile range (IQR)	2.0000005

Descriptive statistics

Standard deviation	1.0000004
Coefficient of variation (CV)	4.8787753 × 10¹⁶
Kurtosis	-1.936387
Mean	2.0496954 × 10^-17
Median Absolute Deviation (MAD)	0.28886834
Skewness	-0.059091863
Sum	2.910383 × 10^-11
Variance	1.0000007
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=8)

Value	Count	Frequency (%)
-0.9992795121	263111	18.5%
1.000721007	262732	18.5%
0.8102942041	247936	17.5%
-1.234119651	162789	11.5%
-0.9097835451	132303	9.3%
-0.9137720785	131626	9.3%
1.094364802	109905	7.7%
1.099162549	109508	7.7%

Value	Count	Frequency (%)
-1.234119651	162789	11.5%
-0.9992795121	263111	18.5%
-0.9137720785	131626	9.3%
-0.9097835451	132303	9.3%
0.8102942041	247936	17.5%
1.000721007	262732	18.5%
1.094364802	109905	7.7%
1.099162549	109508	7.7%

Value	Count	Frequency (%)
1.099162549	109508	7.7%
1.094364802	109905	7.7%
1.000721007	262732	18.5%
0.8102942041	247936	17.5%
-0.9097835451	132303	9.3%
-0.9137720785	131626	9.3%
-0.9992795121	263111	18.5%
-1.234119651	162789	11.5%

is_Loan_purpose_cash
Real number (ℝ)

High correlation

Distinct	8
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	-8.1987817 × 10^-17

Minimum	-0.62890372
Maximum	1.6254685
Zeros	0
Zeros (%)	0.0%
Negative	1024925
Negative (%)	72.2%
Memory size	10.8 MiB

Quantile statistics

Minimum	-0.62890372
5-th percentile	-0.62890372
Q1	-0.6179622
median	-0.6179622
Q3	1.5900685
95-th percentile	1.6254685
Maximum	1.6254685
Range	2.2543722
Interquartile range (IQR)	2.2080307

Descriptive statistics

Standard deviation	1.0000004
Coefficient of variation (CV)	-1.2196938 × 10¹⁶
Kurtosis	-1.0191041
Mean	-8.1987817 × 10^-17
Median Absolute Deviation (MAD)	0.010369392
Skewness	0.99018977
Sum	0
Variance	1.0000007
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=8)

Value	Count	Frequency (%)
-0.6179622046	380528	26.8%
-0.6152072592	297955	21.0%
-0.6283315966	173366	12.2%
-0.6289037186	173076	12.2%
1.618221944	145315	10.2%
1.625468466	112770	7.9%
1.590068512	68455	4.8%
1.591516335	68445	4.8%

Value	Count	Frequency (%)
-0.6289037186	173076	12.2%
-0.6283315966	173366	12.2%
-0.6179622046	380528	26.8%
-0.6152072592	297955	21.0%
1.590068512	68455	4.8%
1.591516335	68445	4.8%
1.618221944	145315	10.2%
1.625468466	112770	7.9%

Value	Count	Frequency (%)
1.625468466	112770	7.9%
1.618221944	145315	10.2%
1.591516335	68445	4.8%
1.590068512	68455	4.8%
-0.6152072592	297955	21.0%
-0.6179622046	380528	26.8%
-0.6283315966	173366	12.2%
-0.6289037186	173076	12.2%

is_Loan_purpose_noca
Real number (ℝ)

High correlation

Distinct	8
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	8.1987817 × 10^-17

Minimum	-0.59903886
Maximum	2.6854012
Zeros	0
Zeros (%)	0.0%
Negative	1125066
Negative (%)	79.2%
Memory size	10.8 MiB

Quantile statistics

Minimum	-0.59903886
5-th percentile	-0.59903886
Q1	-0.59512767
median	-0.53729176
Q3	-0.37238383
95-th percentile	1.8611862
Maximum	2.6854012
Range	3.2844401
Interquartile range (IQR)	0.22274384

Descriptive statistics

Standard deviation	1.0000004
Coefficient of variation (CV)	1.2196938 × 10¹⁶
Kurtosis	0.5920584
Mean	8.1987817 × 10^-17
Median Absolute Deviation (MAD)	0.061747108
Skewness	1.5262188
Sum	4.3655746 × 10^-11
Variance	1.0000007
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=8)

Value	Count	Frequency (%)
-0.5372917561	408047	28.7%
-0.3723838342	360706	25.4%
-0.5951276716	178360	12.6%
-0.5990388642	177953	12.5%
1.861186197	117796	8.3%
1.669340772	63858	4.5%
1.680311718	63171	4.4%
2.685401213	50019	3.5%

Value	Count	Frequency (%)
-0.5990388642	177953	12.5%
-0.5951276716	178360	12.6%
-0.5372917561	408047	28.7%
-0.3723838342	360706	25.4%
1.669340772	63858	4.5%
1.680311718	63171	4.4%
1.861186197	117796	8.3%
2.685401213	50019	3.5%

Value	Count	Frequency (%)
2.685401213	50019	3.5%
1.861186197	117796	8.3%
1.680311718	63171	4.4%
1.669340772	63858	4.5%
-0.3723838342	360706	25.4%
-0.5372917561	408047	28.7%
-0.5951276716	178360	12.6%
-0.5990388642	177953	12.5%

is_First_time_homeowner
Real number (ℝ)

High correlation

Distinct	8
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0

Minimum	-0.65283827
Maximum	1.996471
Zeros	0
Zeros (%)	0.0%
Negative	1069851
Negative (%)	75.3%
Memory size	10.8 MiB

Quantile statistics

Minimum	-0.65283827
5-th percentile	-0.65283827
Q1	-0.57394586
median	-0.50140212
Q3	-0.5008838
95-th percentile	1.9944072
Maximum	1.996471
Range	2.6493093
Interquartile range (IQR)	0.073062058

Descriptive statistics

Standard deviation	1.0000004
Coefficient of variation (CV)	nan
Kurtosis	-0.51089249
Mean	0
Median Absolute Deviation (MAD)	0.072543736
Skewness	1.1955987
Sum	1.4551915 × 10^-11
Variance	1.0000007
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=8)

Value	Count	Frequency (%)
-0.573945857	395545	27.9%
-0.6528382658	287986	20.3%
-0.5008837993	193312	13.6%
-0.5014021209	193008	13.6%
1.742324625	130298	9.2%
1.531772956	122739	8.6%
1.9944072	48523	3.4%
1.996471041	48499	3.4%

Value	Count	Frequency (%)
-0.6528382658	287986	20.3%
-0.573945857	395545	27.9%
-0.5014021209	193008	13.6%
-0.5008837993	193312	13.6%
1.531772956	122739	8.6%
1.742324625	130298	9.2%
1.9944072	48523	3.4%
1.996471041	48499	3.4%

Value	Count	Frequency (%)
1.996471041	48499	3.4%
1.9944072	48523	3.4%
1.742324625	130298	9.2%
1.531772956	122739	8.6%
-0.5008837993	193312	13.6%
-0.5014021209	193008	13.6%
-0.573945857	395545	27.9%
-0.6528382658	287986	20.3%

is_First_time_homeowner_No
Real number (ℝ)

High correlation

Distinct	8
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	-8.1987817 × 10^-17

Minimum	-1.996471
Maximum	0.65283827
Zeros	0
Zeros (%)	0.0%
Negative	350059
Negative (%)	24.7%
Memory size	10.8 MiB

Quantile statistics

Minimum	-1.996471
5-th percentile	-1.9944072
Q1	0.5008838
median	0.50140212
Q3	0.57394586
95-th percentile	0.65283827
Maximum	0.65283827
Range	2.6493093
Interquartile range (IQR)	0.073062058

Descriptive statistics

Standard deviation	1.0000004
Coefficient of variation (CV)	-1.2196938 × 10¹⁶
Kurtosis	-0.51089249
Mean	-8.1987817 × 10^-17
Median Absolute Deviation (MAD)	0.072543736
Skewness	-1.1955987
Sum	-5.8207661 × 10^-11
Variance	1.0000007
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=8)

Value	Count	Frequency (%)
0.573945857	395545	27.9%
0.6528382658	287986	20.3%
0.5008837993	193312	13.6%
0.5014021209	193008	13.6%
-1.742324625	130298	9.2%
-1.531772956	122739	8.6%
-1.9944072	48523	3.4%
-1.996471041	48499	3.4%

Value	Count	Frequency (%)
-1.996471041	48499	3.4%
-1.9944072	48523	3.4%
-1.742324625	130298	9.2%
-1.531772956	122739	8.6%
0.5008837993	193312	13.6%
0.5014021209	193008	13.6%
0.573945857	395545	27.9%
0.6528382658	287986	20.3%

Value	Count	Frequency (%)
0.6528382658	287986	20.3%
0.573945857	395545	27.9%
0.5014021209	193008	13.6%
0.5008837993	193312	13.6%
-1.531772956	122739	8.6%
-1.742324625	130298	9.2%
-1.9944072	48523	3.4%
-1.996471041	48499	3.4%

is_Occupancy_status_prim
Real number (ℝ)

High correlation

Distinct	8
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	-1.2298173 × 10^-16

Minimum	-3.4547403
Maximum	0.30842583
Zeros	0
Zeros (%)	0.0%
Negative	114771
Negative (%)	8.1%
Memory size	10.8 MiB

Quantile statistics

Minimum	-3.4547403
5-th percentile	-3.3916878
Q1	0.28945736
median	0.29305846
Q3	0.30842583
95-th percentile	0.30842583
Maximum	0.30842583
Range	3.7631662
Interquartile range (IQR)	0.018968471

Descriptive statistics

Standard deviation	1.0000004
Coefficient of variation (CV)	-8.1312922 × 10¹⁵
Kurtosis	7.4885496
Mean	-1.2298173 × 10^-16
Median Absolute Deviation (MAD)	0.0036011055
Skewness	-3.0788565
Sum	-1.6007107 × 10^-10
Variance	1.0000007
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=8)

Value	Count	Frequency (%)
0.2894573556	485191	34.2%
0.3084258265	375048	26.4%
0.2930584611	222686	15.7%
0.2948384581	222214	15.6%
-3.454740329	40652	2.9%
-3.242270634	35677	2.5%
-3.391687795	19317	1.4%
-3.412288443	19125	1.3%

Value	Count	Frequency (%)
-3.454740329	40652	2.9%
-3.412288443	19125	1.3%
-3.391687795	19317	1.4%
-3.242270634	35677	2.5%
0.2894573556	485191	34.2%
0.2930584611	222686	15.7%
0.2948384581	222214	15.6%
0.3084258265	375048	26.4%

Value	Count	Frequency (%)
0.3084258265	375048	26.4%
0.2948384581	222214	15.6%
0.2930584611	222686	15.7%
0.2894573556	485191	34.2%
-3.242270634	35677	2.5%
-3.391687795	19317	1.4%
-3.412288443	19125	1.3%
-3.454740329	40652	2.9%

is_Occupancy_status_inve
Real number (ℝ)

High correlation

Distinct	8
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	-4.0993909 × 10^-17

Minimum	-0.2515887
Maximum	4.3437165
Zeros	0
Zeros (%)	0.0%
Negative	1341596
Negative (%)	94.5%
Memory size	10.8 MiB

Quantile statistics

Minimum	-0.2515887
5-th percentile	-0.2515887
Q1	-0.2515887
median	-0.24464137
Q3	-0.2302176
95-th percentile	3.9747413
Maximum	4.3437165
Range	4.5953052
Interquartile range (IQR)	0.021371098

Descriptive statistics

Standard deviation	1.0000004
Coefficient of variation (CV)	-2.4393877 × 10¹⁶
Kurtosis	13.280926
Mean	-4.0993909 × 10^-17
Median Absolute Deviation (MAD)	0.0069473272
Skewness	3.9055755
Sum	-2.910383 × 10^-11
Variance	1.0000007
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=8)

Value	Count	Frequency (%)
-0.2302176018	499376	35.2%
-0.2515887	386275	27.2%
-0.2446413728	228156	16.1%
-0.2456170993	227789	16.0%
4.343716519	26467	1.9%
3.974741313	24450	1.7%
4.071377778	13742	1.0%
4.087616042	13655	1.0%

Value	Count	Frequency (%)
-0.2515887	386275	27.2%
-0.2456170993	227789	16.0%
-0.2446413728	228156	16.1%
-0.2302176018	499376	35.2%
3.974741313	24450	1.7%
4.071377778	13742	1.0%
4.087616042	13655	1.0%
4.343716519	26467	1.9%

Value	Count	Frequency (%)
4.343716519	26467	1.9%
4.087616042	13655	1.0%
4.071377778	13742	1.0%
3.974741313	24450	1.7%
-0.2302176018	499376	35.2%
-0.2446413728	228156	16.1%
-0.2456170993	227789	16.0%
-0.2515887	386275	27.2%

is_Occupancy_status_seco
Real number (ℝ)

High correlation

Distinct	8
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	6.1490863 × 10^-17

Minimum	-0.16763881
Maximum	6.5731852
Zeros	0
Zeros (%)	0.0%
Negative	1383453
Negative (%)	97.4%
Memory size	10.8 MiB

Quantile statistics

Minimum	-0.16763881
5-th percentile	-0.16763881
Q1	-0.16763881
median	-0.16650404
Q3	-0.1537117
95-th percentile	-0.15213324
Maximum	6.5731852
Range	6.740824
Interquartile range (IQR)	0.013927106

Descriptive statistics

Standard deviation	1.0000004
Coefficient of variation (CV)	1.6262584 × 10¹⁶
Kurtosis	34.235148
Mean	6.1490863 × 10^-17
Median Absolute Deviation (MAD)	0.0011347612
Skewness	6.0135353
Sum	5.8207661 × 10^-11
Variance	1.0000007
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=8)

Value	Count	Frequency (%)
-0.1665040439	511658	36.0%
-0.1676388051	399498	28.1%
-0.152133245	236341	16.6%
-0.1537116991	235956	16.6%
6.005860139	14185	1.0%
5.965205964	11227	0.8%
6.505685682	5575	0.4%
6.573185238	5470	0.4%

Value	Count	Frequency (%)
-0.1676388051	399498	28.1%
-0.1665040439	511658	36.0%
-0.1537116991	235956	16.6%
-0.152133245	236341	16.6%
5.965205964	11227	0.8%
6.005860139	14185	1.0%
6.505685682	5575	0.4%
6.573185238	5470	0.4%

Value	Count	Frequency (%)
6.573185238	5470	0.4%
6.505685682	5575	0.4%
6.005860139	14185	1.0%
5.965205964	11227	0.8%
-0.152133245	236341	16.6%
-0.1537116991	235956	16.6%
-0.1665040439	511658	36.0%
-0.1676388051	399498	28.1%

is_Origination_channel_reta
Real number (ℝ)

High correlation

Distinct	8
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	2.0496954 × 10^-17

Minimum	-1.2063821
Maximum	0.93653205
Zeros	0
Zeros (%)	0.0%
Negative	613962
Negative (%)	43.2%
Memory size	10.8 MiB

Quantile statistics

Minimum	-1.2063821
5-th percentile	-1.2063821
Q1	-1.1831355
median	0.82892476
Q3	0.84521175
95-th percentile	0.93653205
Maximum	0.93653205
Range	2.1429142
Interquartile range (IQR)	2.0283472

Descriptive statistics

Standard deviation	1.0000004
Coefficient of variation (CV)	4.8787753 × 10¹⁶
Kurtosis	-1.912662
Mean	2.0496954 × 10^-17
Median Absolute Deviation (MAD)	0.10760729
Skewness	-0.27408126
Sum	0
Variance	1.0000007
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=8)

Value	Count	Frequency (%)
0.9365320496	280137	19.7%
-1.067769117	245706	17.3%
0.8452117544	239576	16.9%
-1.183135463	171149	12.1%
0.8289247643	143328	10.1%
0.8307389154	142907	10.1%
-1.203747629	98624	6.9%
-1.206382103	98483	6.9%

Value	Count	Frequency (%)
-1.206382103	98483	6.9%
-1.203747629	98624	6.9%
-1.183135463	171149	12.1%
-1.067769117	245706	17.3%
0.8289247643	143328	10.1%
0.8307389154	142907	10.1%
0.8452117544	239576	16.9%
0.9365320496	280137	19.7%

Value	Count	Frequency (%)
0.9365320496	280137	19.7%
0.8452117544	239576	16.9%
0.8307389154	142907	10.1%
0.8289247643	143328	10.1%
-1.067769117	245706	17.3%
-1.183135463	171149	12.1%
-1.203747629	98624	6.9%
-1.206382103	98483	6.9%

is_Origination_channel_brok
Real number (ℝ)

High correlation

Distinct	8
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	4.0993909 × 10^-17

Minimum	-0.36055104
Maximum	2.9789036
Zeros	0
Zeros (%)	0.0%
Negative	1268065
Negative (%)	89.3%
Memory size	10.8 MiB

Quantile statistics

Minimum	-0.36055104
5-th percentile	-0.36055104
Q1	-0.36055104
median	-0.33834045
Q3	-0.33569397
95-th percentile	2.9556029
Maximum	2.9789036
Range	3.3394547
Interquartile range (IQR)	0.024857071

Descriptive statistics

Standard deviation	1.0000004
Coefficient of variation (CV)	2.4393877 × 10¹⁶
Kurtosis	4.5017919
Mean	4.0993909 × 10^-17
Median Absolute Deviation (MAD)	0.0026464745
Skewness	2.5477503
Sum	4.3655746 × 10^-11
Variance	1.0000007
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=8)

Value	Count	Frequency (%)
-0.3605510449	465349	32.8%
-0.3383404484	368537	26.0%
-0.3356939739	217321	15.3%
-0.33730537	216858	15.3%
2.773532387	60494	4.3%
2.955602869	42188	3.0%
2.964672635	24673	1.7%
2.978903638	24490	1.7%

Value	Count	Frequency (%)
-0.3605510449	465349	32.8%
-0.3383404484	368537	26.0%
-0.33730537	216858	15.3%
-0.3356939739	217321	15.3%
2.773532387	60494	4.3%
2.955602869	42188	3.0%
2.964672635	24673	1.7%
2.978903638	24490	1.7%

Value	Count	Frequency (%)
2.978903638	24490	1.7%
2.964672635	24673	1.7%
2.955602869	42188	3.0%
2.773532387	60494	4.3%
-0.3356939739	217321	15.3%
-0.33730537	216858	15.3%
-0.3383404484	368537	26.0%
-0.3605510449	465349	32.8%

is_Origination_channel_corr
Real number (ℝ)

High correlation

Distinct	8
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0

Minimum	-0.73737883
Maximum	1.5059965
Zeros	0
Zeros (%)	0.0%
Negative	957796
Negative (%)	67.5%
Memory size	10.8 MiB

Quantile statistics

Minimum	-0.73737883
5-th percentile	-0.73737883
Q1	-0.67652139
median	-0.66429492
Q3	1.356155
95-th percentile	1.5059965
Maximum	1.5059965
Range	2.2433753
Interquartile range (IQR)	2.0326764

Descriptive statistics

Standard deviation	1.0000004
Coefficient of variation (CV)	nan
Kurtosis	-1.4312634
Mean	0
Median Absolute Deviation (MAD)	0.07308391
Skewness	0.7474927
Sum	-1.1641532 × 10^-10
Variance	1.0000007
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=8)

Value	Count	Frequency (%)
-0.7373788319	340632	24.0%
-0.6765213939	281766	19.8%
1.356155014	185211	13.0%
-0.6640121826	167818	11.8%
-0.6642949218	167580	11.8%
1.478149854	128959	9.1%
1.505996465	73993	5.2%
1.505355479	73951	5.2%

Value	Count	Frequency (%)
-0.7373788319	340632	24.0%
-0.6765213939	281766	19.8%
-0.6642949218	167580	11.8%
-0.6640121826	167818	11.8%
1.356155014	185211	13.0%
1.478149854	128959	9.1%
1.505355479	73951	5.2%
1.505996465	73993	5.2%

Value	Count	Frequency (%)
1.505996465	73993	5.2%
1.505355479	73951	5.2%
1.478149854	128959	9.1%
1.356155014	185211	13.0%
-0.6640121826	167818	11.8%
-0.6642949218	167580	11.8%
-0.6765213939	281766	19.8%
-0.7373788319	340632	24.0%

is_Origination_channel_tpo
Categorical

Constant

Distinct	1
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	81.2 MiB

0.0	1419910

Length

Max length	3
Median length	3
Mean length	3
Min length	3

Characters and Unicode

Total characters	4259730
Distinct characters	2
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	0.0
2nd row	0.0
3rd row	0.0
4th row	0.0
5th row	0.0

Common Values

Value	Count	Frequency (%)
0.0	1419910	100.0%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
0.0	1419910	100.0%

Most occurring characters

Value	Count	Frequency (%)
0	2839820	66.7%
.	1419910	33.3%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	4259730	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
0	2839820	66.7%
.	1419910	33.3%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	4259730	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
0	2839820	66.7%
.	1419910	33.3%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	4259730	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
0	2839820	66.7%
.	1419910	33.3%

is_Property_type_cond
Real number (ℝ)

High correlation

Distinct	8
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	8.1987817 × 10^-17

Minimum	-0.27966045
Maximum	3.7472309
Zeros	0
Zeros (%)	0.0%
Negative	1320181
Negative (%)	93.0%
Memory size	10.8 MiB

Quantile statistics

Minimum	-0.27966045
5-th percentile	-0.27966045
Q1	-0.27966045
median	-0.27581226
Q3	-0.27055357
95-th percentile	3.5757649
Maximum	3.7472309
Range	4.0268913
Interquartile range (IQR)	0.0091068766

Descriptive statistics

Standard deviation	1.0000004
Coefficient of variation (CV)	1.2196938 × 10¹⁶
Kurtosis	9.3283241
Mean	8.1987817 × 10^-17
Median Absolute Deviation (MAD)	0.003848183
Skewness	3.3650551
Sum	4.3655746 × 10^-11
Variance	1.0000007
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=8)

Value	Count	Frequency (%)
-0.2796604462	487700	34.3%
-0.2758122631	381689	26.9%
-0.2668637277	225735	15.9%
-0.2705535695	225057	15.9%
3.575764874	38143	2.7%
3.625654598	29036	2.0%
3.696125695	16474	1.2%
3.747230876	16076	1.1%

Value	Count	Frequency (%)
-0.2796604462	487700	34.3%
-0.2758122631	381689	26.9%
-0.2705535695	225057	15.9%
-0.2668637277	225735	15.9%
3.575764874	38143	2.7%
3.625654598	29036	2.0%
3.696125695	16474	1.2%
3.747230876	16076	1.1%

Value	Count	Frequency (%)
3.747230876	16076	1.1%
3.696125695	16474	1.2%
3.625654598	29036	2.0%
3.575764874	38143	2.7%
-0.2668637277	225735	15.9%
-0.2705535695	225057	15.9%
-0.2758122631	381689	26.9%
-0.2796604462	487700	34.3%

is_Property_type_coop
Real number (ℝ)

High correlation Skewed

Distinct	8
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	7.6863579 × 10^-17

Minimum	-0.035711993
Maximum	30.061281
Zeros	0
Zeros (%)	0.0%
Negative	1418263
Negative (%)	99.9%
Memory size	10.8 MiB

Quantile statistics

Minimum	-0.035711993
5-th percentile	-0.035711993
Q1	-0.034006868
median	-0.033967115
Q3	-0.033265382
95-th percentile	-0.033265382
Maximum	30.061281
Range	30.096993
Interquartile range (IQR)	0.00074148626

Descriptive statistics

Standard deviation	1.0000004
Coefficient of variation (CV)	1.3010068 × 10¹⁶
Kurtosis	859.00505
Mean	7.6863579 × 10^-17
Median Absolute Deviation (MAD)	3.975381 × 10^-5
Skewness	29.335025
Sum	1.0913936 × 10^-10
Variance	1.0000007
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=8)

Value	Count	Frequency (%)
-0.03396711456	525237	37.0%
-0.03326538211	410271	28.9%
-0.03571199345	241503	17.0%
-0.03400686837	241252	17.0%
29.44023986	606	< 0.1%
30.06128102	454	< 0.1%
28.00179725	308	< 0.1%
29.40582441	279	< 0.1%

Value	Count	Frequency (%)
-0.03571199345	241503	17.0%
-0.03400686837	241252	17.0%
-0.03396711456	525237	37.0%
-0.03326538211	410271	28.9%
28.00179725	308	< 0.1%
29.40582441	279	< 0.1%
29.44023986	606	< 0.1%
30.06128102	454	< 0.1%

Value	Count	Frequency (%)
30.06128102	454	< 0.1%
29.44023986	606	< 0.1%
29.40582441	279	< 0.1%
28.00179725	308	< 0.1%
-0.03326538211	410271	28.9%
-0.03396711456	525237	37.0%
-0.03400686837	241252	17.0%
-0.03571199345	241503	17.0%

is_Property_type_manu
Real number (ℝ)

High correlation

Distinct	8
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	4.0993909 × 10^-17

Minimum	-0.076494215
Maximum	16.612903
Zeros	0
Zeros (%)	0.0%
Negative	1412858
Negative (%)	99.5%
Memory size	10.8 MiB

Quantile statistics

Minimum	-0.076494215
5-th percentile	-0.076494215
Q1	-0.076494215
median	-0.073968711
Q3	-0.060643228
95-th percentile	-0.060194176
Maximum	16.612903
Range	16.689397
Interquartile range (IQR)	0.015850987

Descriptive statistics

Standard deviation	1.0000004
Coefficient of variation (CV)	2.4393877 × 10¹⁶
Kurtosis	205.41903
Mean	4.0993909 × 10^-17
Median Absolute Deviation (MAD)	0.0025255047
Skewness	14.315827
Sum	8.5492502 × 10^-11
Variance	1.0000007
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=8)

Value	Count	Frequency (%)
-0.07649421547	522784	36.8%
-0.07396871074	408490	28.8%
-0.06019417567	240938	17.0%
-0.06064322818	240646	16.9%
13.07288393	3059	0.2%
13.51922982	2235	0.2%
16.48988733	885	0.1%
16.61290297	873	0.1%

Value	Count	Frequency (%)
-0.07649421547	522784	36.8%
-0.07396871074	408490	28.8%
-0.06064322818	240646	16.9%
-0.06019417567	240938	17.0%
13.07288393	3059	0.2%
13.51922982	2235	0.2%
16.48988733	885	0.1%
16.61290297	873	0.1%

Value	Count	Frequency (%)
16.61290297	873	0.1%
16.48988733	885	0.1%
13.51922982	2235	0.2%
13.07288393	3059	0.2%
-0.06019417567	240938	17.0%
-0.06064322818	240646	16.9%
-0.07396871074	408490	28.8%
-0.07649421547	522784	36.8%

is_Property_type_pud
Real number (ℝ)

High correlation

Distinct	8
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0

Minimum	-0.59066961
Maximum	1.735384
Zeros	0
Zeros (%)	0.0%
Negative	1059606
Negative (%)	74.6%
Memory size	10.8 MiB

Quantile statistics

Minimum	-0.59066961
5-th percentile	-0.59066961
Q1	-0.59014463
median	-0.57624134
Q3	1.6929938
95-th percentile	1.735384
Maximum	1.735384
Range	2.3260536
Interquartile range (IQR)	2.2831385

Descriptive statistics

Standard deviation	1.0000004
Coefficient of variation (CV)	nan
Kurtosis	-0.7181401
Mean	0
Median Absolute Deviation (MAD)	0.013903298
Skewness	1.1319486
Sum	0
Variance	1.0000007
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=8)

Value	Count	Frequency (%)
-0.5762413368	394761	27.8%
-0.583373327	306437	21.6%
-0.5901446349	179349	12.6%
-0.5906696108	179059	12.6%
1.735384007	131082	9.2%
1.71416819	104288	7.3%
1.692993819	62472	4.4%
1.694499858	62462	4.4%

Value	Count	Frequency (%)
-0.5906696108	179059	12.6%
-0.5901446349	179349	12.6%
-0.583373327	306437	21.6%
-0.5762413368	394761	27.8%
1.692993819	62472	4.4%
1.694499858	62462	4.4%
1.71416819	104288	7.3%
1.735384007	131082	9.2%

Value	Count	Frequency (%)
1.735384007	131082	9.2%
1.71416819	104288	7.3%
1.694499858	62462	4.4%
1.692993819	62472	4.4%
-0.5762413368	394761	27.8%
-0.583373327	306437	21.6%
-0.5901446349	179349	12.6%
-0.5906696108	179059	12.6%

is_Property_type_sing
Real number (ℝ)

High correlation

Distinct	8
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	-4.0993909 × 10^-17

Minimum	-1.4288068
Maximum	0.70447137
Zeros	0
Zeros (%)	0.0%
Negative	468732
Negative (%)	33.0%
Memory size	10.8 MiB

Quantile statistics

Minimum	-1.4288068
5-th percentile	-1.4288068
Q1	-1.4211784
median	0.6998847
Q3	0.70364142
95-th percentile	0.70447137
Maximum	0.70447137
Range	2.1332781
Interquartile range (IQR)	2.1248198

Descriptive statistics

Standard deviation	1.0000004
Coefficient of variation (CV)	-2.4393877 × 10¹⁶
Kurtosis	-1.4779083
Mean	-4.0993909 × 10^-17
Median Absolute Deviation (MAD)	0.0037567191
Skewness	-0.72253797
Sum	-1.1641532 × 10^-10
Variance	1.0000007
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=8)

Value	Count	Frequency (%)
0.6998846979	352953	24.9%
0.703641417	274712	19.3%
-1.428806778	172890	12.2%
0.701294012	162092	11.4%
0.704471372	161421	11.4%
-1.421178424	136013	9.6%
-1.419504099	80110	5.6%
-1.425935461	79719	5.6%

Value	Count	Frequency (%)
-1.428806778	172890	12.2%
-1.425935461	79719	5.6%
-1.421178424	136013	9.6%
-1.419504099	80110	5.6%
0.6998846979	352953	24.9%
0.701294012	162092	11.4%
0.703641417	274712	19.3%
0.704471372	161421	11.4%

Value	Count	Frequency (%)
0.704471372	161421	11.4%
0.703641417	274712	19.3%
0.701294012	162092	11.4%
0.6998846979	352953	24.9%
-1.419504099	80110	5.6%
-1.421178424	136013	9.6%
-1.425935461	79719	5.6%
-1.428806778	172890	12.2%

DFlag
Categorical

Imbalance

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	81.2 MiB

0.0	1383037
1.0	36873

Length

Max length	3
Median length	3
Mean length	3
Min length	3

Characters and Unicode

Total characters	4259730
Distinct characters	3
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	0.0
2nd row	0.0
3rd row	0.0
4th row	0.0
5th row	0.0

Common Values

Value	Count	Frequency (%)
0.0	1383037	97.4%
1.0	36873	2.6%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
0.0	1383037	97.4%
1.0	36873	2.6%

Most occurring characters

Value	Count	Frequency (%)
0	2802947	65.8%
.	1419910	33.3%
1	36873	0.9%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	4259730	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
0	2802947	65.8%
.	1419910	33.3%
1	36873	0.9%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	4259730	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
0	2802947	65.8%
.	1419910	33.3%
1	36873	0.9%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	4259730	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
0	2802947	65.8%
.	1419910	33.3%
1	36873	0.9%

Interactions

Correlations

	CLoan_to_value	Credit_Score	DFlag	Debt_to_income	Mortgage_Insurance	Number_of_units	OLoan_to_value	Single_borrower	is_First_time_homeowner	is_First_time_homeowner_No	is_Loan_purpose_cash	is_Loan_purpose_noca	is_Loan_purpose_purc	is_Occupancy_status_inve	is_Occupancy_status_prim	is_Occupancy_status_seco	is_Origination_channel_brok	is_Origination_channel_corr	is_Origination_channel_reta	is_Property_type_cond	is_Property_type_coop	is_Property_type_manu	is_Property_type_pud	is_Property_type_sing
CLoan_to_value	1.000	0.135	0.033	0.012	0.720	0.008	0.987	0.015	0.385	-0.385	-0.375	-0.183	0.543	-0.050	0.063	0.026	0.014	0.086	-0.083	0.033	-0.040	0.017	0.034	-0.059
Credit_Score	0.135	1.000	0.043	0.008	0.098	0.001	0.131	0.008	0.031	-0.031	-0.070	0.027	0.057	0.012	-0.015	0.002	0.023	0.019	-0.039	0.006	0.001	-0.002	0.029	-0.035
DFlag	0.033	0.043	1.000	0.045	0.039	0.008	0.037	0.033	0.035	0.035	0.005	0.058	0.052	0.004	0.006	0.004	0.000	0.033	0.032	0.004	0.000	0.004	0.006	0.007
Debt_to_income	0.012	0.008	0.045	1.000	0.011	0.004	0.012	0.004	-0.018	0.018	0.021	-0.047	0.027	0.015	-0.017	0.001	0.012	0.004	-0.026	0.002	0.002	-0.015	0.029	-0.038
Mortgage_Insurance	0.720	0.098	0.039	0.011	1.000	0.364	0.725	0.194	0.556	-0.556	-0.500	-0.338	0.568	0.095	-0.069	0.394	0.192	0.178	-0.165	0.218	-0.435	0.235	-0.098	-0.044
Number_of_units	0.008	0.001	0.008	0.004	0.364	1.000	0.008	0.414	0.468	-0.468	-0.543	-0.499	0.324	0.320	-0.299	0.840	0.366	0.242	-0.219	0.383	-0.891	0.446	-0.321	0.099
OLoan_to_value	0.987	0.131	0.037	0.012	0.725	0.008	1.000	0.017	0.384	-0.384	-0.366	-0.189	0.541	-0.049	0.061	0.026	0.015	0.082	-0.079	0.033	-0.039	0.018	0.030	-0.056
Single_borrower	0.015	0.008	0.033	0.004	0.194	0.414	0.017	1.000	0.265	-0.265	-0.241	-0.266	0.172	0.181	-0.165	0.430	0.194	0.127	-0.115	0.236	-0.461	0.237	-0.139	-0.025
is_First_time_homeowner	0.385	0.031	0.035	-0.018	0.556	0.468	0.384	0.265	1.000	-1.000	-0.498	-0.463	0.613	0.126	-0.090	0.485	0.264	0.205	-0.198	0.311	-0.541	0.311	-0.164	-0.037
is_First_time_homeowner_No	-0.385	-0.031	0.035	0.018	-0.556	-0.468	-0.384	-0.265	-1.000	1.000	0.498	0.463	-0.613	-0.126	0.090	-0.485	-0.264	-0.205	0.198	-0.311	0.541	-0.311	0.164	0.037
is_Loan_purpose_cash	-0.375	-0.070	0.005	0.021	-0.500	-0.543	-0.366	-0.241	-0.498	0.498	1.000	0.067	-0.660	-0.160	0.157	-0.517	-0.231	-0.200	0.198	-0.256	0.537	-0.267	0.129	0.033
is_Loan_purpose_noca	-0.183	0.027	0.058	-0.047	-0.338	-0.499	-0.189	-0.266	-0.463	0.463	0.067	1.000	-0.594	-0.212	0.206	-0.534	-0.226	-0.182	0.156	-0.271	0.558	-0.294	0.151	0.031
is_Loan_purpose_purc	0.543	0.057	0.052	0.027	0.568	0.324	0.541	0.172	0.613	-0.613	-0.660	-0.594	1.000	0.099	-0.108	0.375	0.189	0.203	-0.197	0.240	-0.377	0.226	-0.058	-0.101
is_Occupancy_status_inve	-0.050	0.012	0.004	0.015	0.095	0.320	-0.049	0.181	0.126	-0.126	-0.160	-0.212	0.099	1.000	-0.949	0.336	-0.357	-0.228	0.193	-0.397	-0.362	-0.463	0.301	-0.394
is_Occupancy_status_prim	0.063	-0.015	0.006	-0.017	-0.069	-0.299	0.061	-0.165	-0.090	0.090	0.157	0.206	-0.108	-0.949	1.000	-0.408	0.341	0.218	-0.184	0.371	0.339	0.441	-0.289	0.384
is_Occupancy_status_seco	0.026	0.002	0.004	0.001	0.394	0.840	0.026	0.430	0.485	-0.485	-0.517	-0.534	0.375	0.336	-0.408	1.000	0.406	0.274	-0.243	0.444	-0.941	0.501	-0.262	-0.023
is_Origination_channel_brok	0.014	0.023	0.000	0.012	0.192	0.366	0.015	0.194	0.264	-0.264	-0.231	-0.226	0.189	-0.357	0.341	0.406	1.000	0.272	-0.556	0.687	-0.429	0.777	-0.440	0.277
is_Origination_channel_corr	0.086	0.019	0.033	0.004	0.178	0.242	0.082	0.127	0.205	-0.205	-0.200	-0.182	0.203	-0.228	0.218	0.274	0.272	1.000	-0.835	0.440	-0.289	0.499	-0.253	0.151
is_Origination_channel_reta	-0.083	-0.039	0.032	-0.026	-0.165	-0.219	-0.079	-0.115	-0.198	0.198	0.198	0.156	-0.197	0.193	-0.184	-0.243	-0.556	-0.835	1.000	-0.396	0.257	-0.437	0.218	-0.120
is_Property_type_cond	0.033	0.006	0.004	0.002	0.218	0.383	0.033	0.236	0.311	-0.311	-0.256	-0.271	0.240	-0.397	0.371	0.444	0.687	0.440	-0.396	1.000	-0.461	0.846	-0.530	0.171
is_Property_type_coop	-0.040	0.001	0.000	0.002	-0.435	-0.891	-0.039	-0.461	-0.541	0.541	0.537	0.558	-0.377	-0.362	0.339	-0.941	-0.429	-0.289	0.257	-0.461	1.000	-0.529	0.279	0.011
is_Property_type_manu	0.017	-0.002	0.004	-0.015	0.235	0.446	0.018	0.237	0.311	-0.311	-0.267	-0.294	0.226	-0.463	0.441	0.501	0.777	0.499	-0.437	0.846	-0.529	1.000	-0.557	0.350
is_Property_type_pud	0.034	0.029	0.006	0.029	-0.098	-0.321	0.030	-0.139	-0.164	0.164	0.129	0.151	-0.058	0.301	-0.289	-0.262	-0.440	-0.253	0.218	-0.530	0.279	-0.557	1.000	-0.831
is_Property_type_sing	-0.059	-0.035	0.007	-0.038	-0.044	0.099	-0.056	-0.025	-0.037	0.037	0.033	0.031	-0.101	-0.394	0.384	-0.023	0.277	0.151	-0.120	0.171	0.011	0.350	-0.831	1.000

Missing values

A simple visualization of nullity by column.

Nullity matrix is a data-dense display which lets you quickly visually pick out patterns in data completion.

Sample

	Credit_Score	Mortgage_Insurance	Number_of_units	CLoan_to_value	Debt_to_income	OLoan_to_value	Single_borrower	is_Loan_purpose_purc	is_Loan_purpose_cash	is_Loan_purpose_noca	is_First_time_homeowner	is_First_time_homeowner_No	is_Occupancy_status_prim	is_Occupancy_status_inve	is_Occupancy_status_seco	is_Origination_channel_reta	is_Origination_channel_brok	is_Origination_channel_corr	is_Property_type_cond	is_Property_type_coop	is_Property_type_manu	is_Property_type_pud	is_Property_type_sing
0	0.155715	-0.602523	-0.123232	-0.502733	-0.820477	-0.470853	1.017665	-0.913772	-0.628904	1.680312	-0.501402	0.501402	0.294838	-0.245617	-0.153712	-1.203748	2.964673	-0.664295	3.696126	-0.034007	-0.060643	-0.59067	-1.419504
1	0.272707	-0.602523	-0.123232	0.274078	0.726694	0.300580	1.017665	1.094365	-0.628904	-0.595128	-0.501402	0.501402	0.294838	-0.245617	-0.153712	0.830739	-0.337305	-0.664295	3.696126	-0.034007	-0.060643	-0.59067	-1.419504
2	0.038724	-0.094432	-0.123232	0.597749	-0.939490	0.622010	-0.982641	-0.913772	-0.628904	1.680312	-0.501402	0.501402	0.294838	-0.245617	-0.153712	-1.203748	-0.337305	1.505355	-0.270554	-0.034007	-0.060643	-0.59067	0.704471
3	1.013652	1.514524	-0.123232	0.921420	0.964720	0.943441	-0.982641	1.094365	-0.628904	-0.595128	-0.501402	0.501402	0.294838	-0.245617	-0.153712	0.830739	-0.337305	-0.664295	-0.270554	-0.034007	-0.060643	-0.59067	0.704471
4	-0.468239	1.514524	-0.123232	0.921420	-0.106398	0.943441	-0.982641	1.094365	-0.628904	-0.595128	1.994407	-1.994407	0.294838	-0.245617	-0.153712	-1.203748	-0.337305	1.505355	-0.270554	-0.034007	-0.060643	-0.59067	0.704471
5	-0.390245	-0.602523	-0.123232	0.274078	0.369655	0.300580	-0.982641	-0.913772	1.590069	-0.595128	-0.501402	0.501402	0.294838	-0.245617	-0.153712	0.830739	-0.337305	-0.664295	-0.270554	-0.034007	-0.060643	-0.59067	0.704471
6	1.169641	1.937933	-0.123232	1.245091	0.488668	1.264871	-0.982641	1.094365	-0.628904	-0.595128	-0.501402	0.501402	0.294838	-0.245617	-0.153712	0.830739	-0.337305	-0.664295	-0.270554	-0.034007	-0.060643	-0.59067	0.704471
7	0.779669	1.937933	-0.123232	1.245091	0.488668	1.264871	1.017665	1.094365	-0.628904	-0.595128	1.994407	-1.994407	0.294838	-0.245617	-0.153712	-1.203748	-0.337305	1.505355	-0.270554	-0.034007	-0.060643	-0.59067	0.704471
8	0.116718	-0.602523	-0.123232	-3.415773	1.559786	-3.363726	1.017665	-0.913772	1.590069	-0.595128	-0.501402	0.501402	0.294838	-0.245617	-0.153712	0.830739	-0.337305	-0.664295	-0.270554	-0.034007	-0.060643	-0.59067	0.704471
9	1.208638	-0.602523	-0.123232	-1.603215	0.845707	-1.563716	-0.982641	-0.913772	-0.628904	1.680312	-0.501402	0.501402	-3.391688	4.071378	-0.153712	0.830739	-0.337305	-0.664295	-0.270554	-0.034007	-0.060643	-0.59067	0.704471

	Credit_Score	Mortgage_Insurance	Number_of_units	CLoan_to_value	Debt_to_income	OLoan_to_value	Single_borrower	is_Loan_purpose_purc	is_Loan_purpose_cash	is_Loan_purpose_noca	is_First_time_homeowner	is_First_time_homeowner_No	is_Occupancy_status_prim	is_Occupancy_status_inve	is_Occupancy_status_seco	is_Origination_channel_reta	is_Origination_channel_brok	is_Origination_channel_corr	is_Property_type_cond	is_Property_type_coop	is_Property_type_manu	is_Property_type_pud	is_Property_type_sing
1419900	0.757613	-0.681942	-0.129209	0.212623	1.334833	0.226248	0.96393	1.000721	-0.617962	-0.537292	-0.573946	0.573946	0.289457	-0.230218	-0.166504	0.936532	-0.360551	-0.737379	-0.27966	-0.033967	-0.076494	-0.576241	0.699885
1419901	-1.151666	-0.681942	-0.129209	0.212623	-0.698384	0.226248	0.96393	1.000721	-0.617962	-0.537292	1.742325	-1.742325	0.289457	-0.230218	-0.166504	0.936532	-0.360551	-0.737379	-0.27966	-0.033967	-0.076494	-0.576241	0.699885
1419902	-0.884367	-0.681942	-0.129209	0.028658	-0.698384	0.041972	-1.03742	-0.999280	1.618222	-0.537292	-0.573946	0.573946	0.289457	-0.230218	-0.166504	-1.067769	-0.360551	1.356155	-0.27966	-0.033967	-0.076494	-0.576241	0.699885
1419903	1.063098	-0.681942	-0.129209	0.212623	0.617227	0.226248	0.96393	-0.999280	1.618222	-0.537292	-0.573946	0.573946	0.289457	-0.230218	-0.166504	-1.067769	-0.360551	1.356155	-0.27966	-0.033967	-0.076494	-0.576241	0.699885
1419904	-0.006098	-0.681942	-0.129209	-0.523237	0.736828	-0.510856	0.96393	-0.999280	1.618222	-0.537292	-0.573946	0.573946	0.289457	-0.230218	-0.166504	-1.067769	-0.360551	1.356155	-0.27966	-0.033967	-0.076494	-0.576241	0.699885
1419905	0.681242	-0.681942	-0.129209	-2.424208	-1.057187	-2.415042	-1.03742	-0.999280	1.618222	-0.537292	-0.573946	0.573946	0.289457	-0.230218	-0.166504	-1.067769	-0.360551	1.356155	-0.27966	-0.033967	-0.076494	-0.576241	0.699885
1419906	-0.197026	-0.681942	-0.129209	-2.240243	0.378025	-2.230766	-1.03742	-0.999280	1.618222	-0.537292	-0.573946	0.573946	0.289457	-0.230218	-0.166504	-1.067769	-0.360551	1.356155	-0.27966	-0.033967	-0.076494	1.735384	-1.428807
1419907	-1.609892	-0.681942	-0.129209	-0.461915	0.976030	-0.449431	-1.03742	-0.999280	1.618222	-0.537292	-0.573946	0.573946	0.289457	-0.230218	-0.166504	0.936532	-0.360551	-0.737379	-0.27966	-0.033967	-0.076494	-0.576241	0.699885
1419908	-1.304408	-0.681942	-0.129209	-2.056278	-0.578783	-2.046490	-1.03742	-0.999280	1.618222	-0.537292	-0.573946	0.573946	0.289457	-0.230218	-0.166504	0.936532	-0.360551	-0.737379	-0.27966	-0.033967	-0.076494	-0.576241	0.699885
1419909	0.948541	-0.681942	-0.129209	-0.829845	0.617227	-0.817983	0.96393	-0.999280	-0.617962	1.861186	-0.573946	0.573946	0.289457	-0.230218	-0.166504	0.936532	-0.360551	-0.737379	-0.27966	-0.033967	-0.076494	-0.576241	0.699885

Duplicate rows

Most frequently occurring

	Credit_Score	Mortgage_Insurance	Number_of_units	CLoan_to_value	Debt_to_income	OLoan_to_value	Single_borrower	is_Loan_purpose_purc	is_Loan_purpose_cash	is_Loan_purpose_noca	is_First_time_homeowner	is_First_time_homeowner_No	is_Occupancy_status_prim	is_Occupancy_status_inve	is_Occupancy_status_seco	is_Origination_channel_reta	is_Origination_channel_brok	is_Origination_channel_corr	is_Property_type_cond	is_Property_type_coop	is_Property_type_manu	is_Property_type_pud	is_Property_type_sing	# duplicates
53950	0.184829	-0.681942	-0.129209	0.212623	0.856429	0.226248	0.963930	-0.999280	1.618222	-0.537292	-0.573946	0.573946	0.289457	-0.230218	-0.166504	0.936532	-0.360551	-0.737379	-0.279660	-0.033967	-0.076494	-0.576241	0.699885	22
117154	1.101283	-0.681942	-0.129209	0.212623	0.976030	0.226248	0.963930	-0.999280	1.618222	-0.537292	-0.573946	0.573946	0.289457	-0.230218	-0.166504	0.936532	-0.360551	-0.737379	-0.279660	-0.033967	-0.076494	-0.576241	0.699885	20
56251	0.223015	-0.681942	-0.129209	0.212623	0.856429	0.226248	0.963930	-0.999280	1.618222	-0.537292	-0.573946	0.573946	0.289457	-0.230218	-0.166504	0.936532	-0.360551	-0.737379	-0.279660	-0.033967	-0.076494	-0.576241	0.699885	18
69433	0.413943	-0.681942	-0.129209	0.212623	0.976030	0.226248	0.963930	-0.999280	1.618222	-0.537292	-0.573946	0.573946	0.289457	-0.230218	-0.166504	0.936532	-0.360551	-0.737379	-0.279660	-0.033967	-0.076494	-0.576241	0.699885	18
87029	0.681242	-0.681942	-0.129209	0.212623	0.856429	0.226248	0.963930	-0.999280	1.618222	-0.537292	-0.573946	0.573946	0.289457	-0.230218	-0.166504	0.936532	-0.360551	-0.737379	-0.279660	-0.033967	-0.076494	-0.576241	0.699885	17
92278	0.757613	-0.681942	-0.129209	0.212623	0.856429	0.226248	0.963930	-0.999280	1.618222	-0.537292	-0.573946	0.573946	0.289457	-0.230218	-0.166504	0.936532	-0.360551	-0.737379	-0.279660	-0.033967	-0.076494	-0.576241	0.699885	17
126877	1.214546	1.302941	-0.133642	1.204054	0.673519	1.214660	0.959832	0.810294	-0.615207	-0.372384	1.531773	-1.531773	0.308426	-0.251589	-0.167639	0.845212	-0.338340	-0.676521	-0.275812	-0.033265	-0.073969	-0.583373	0.703641	17
74332	0.490314	-0.681942	-0.129209	0.212623	0.976030	0.226248	-1.037420	-0.999280	1.618222	-0.537292	-0.573946	0.573946	0.289457	-0.230218	-0.166504	0.936532	-0.360551	-0.737379	-0.279660	-0.033967	-0.076494	-0.576241	0.699885	16
81898	0.604871	-0.681942	-0.129209	0.212623	0.976030	0.226248	0.963930	-0.999280	1.618222	-0.537292	-0.573946	0.573946	0.289457	-0.230218	-0.166504	0.936532	-0.360551	-0.737379	-0.279660	-0.033967	-0.076494	-0.576241	0.699885	16
104922	0.948541	-0.681942	-0.129209	0.212623	0.976030	0.226248	0.963930	-0.999280	1.618222	-0.537292	-0.573946	0.573946	0.289457	-0.230218	-0.166504	0.936532	-0.360551	-0.737379	-0.279660	-0.033967	-0.076494	-0.576241	0.699885	16

Overview

Variables

Common Values

Length

Common Values (Plot)

Most occurring characters

Most occurring categories

Most frequent character per category

(unknown)

Most occurring scripts

Most frequent character per script

(unknown)

Most occurring blocks

Most frequent character per block

(unknown)

Common Values

Length

Common Values (Plot)

Most occurring characters

Most occurring categories

Most frequent character per category

(unknown)

Most occurring scripts

Most frequent character per script

(unknown)

Most occurring blocks

Most frequent character per block

(unknown)

Interactions

Correlations

Missing values

Sample

Duplicate rows

Most frequently occurring